Senior Machine Learning Engineer Machine Learning Expert
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Job Location:
Monthly Salary:
Posted on:
18 hours ago
Vacancies:
1 Vacancy
Job Summary
Job Overview
We are looking for a visionary Machine Learning Engineer to build the next generation of knowledge extraction engines for Materials this role you will go beyond simple text processing to tackle the most challenging aspects of patents and academic papers:complex table reconstruction experimental workflow synthesis chemical property mapping and multimodal chart will leverage NER RAG post-training to transform massive unstructured scientific literature into high-value structured R&D databases.
Responsibilities
- Data Extraction Pipelines:Develop end-to-end solutions integrating OCR Layout Analysis and Semantic Parsing to precisely capture chemical formulas experimental parameters and performance metrics from complex documents. Resolve cross-modal data alignment between body text and complex scientific visuals (e.g. tables chemical structures and charts).
- RAG Development:Partner with Data and Agent teams to design and implement robust RAG (hybrid search ranking optimization) and search architectures ensuring highly relevant document retrieval for complex scientific queries.
- Model Post-training:Utilize post-training skills to enhance LLMs reasoning capabilities and understanding on Materials Science data extraction.
Qualifications
- Minimum Qualifications
- Bachelors degree or higher in Computer Science Artificial Intelligence or a related quantitative field.
- Proficient in leveraging AI-enhanced development tools such as Claude Code solid programming skills in Python with a focus on algorithmic implementation.
- 3 years of hands-on experience inNLP/LLM/RAG with a proven track record of deploying complex information extraction systems in production.
- Excellent communication skills with the ability to understand product requirement solve data/RAG related challenges within a cross-functional team.
- Preferred Qualifications
- RAG & Data:Deep experience in high-quality data processing and building production-grade RAG systems (including vector databases hybrid search and re-ranking).
- Model Refinement:Proven ability to enhance extraction accuracy through post-training techniques including NER prompt engineering and instruction fine-tuning.
- Domain Expertise:Familiarity withPhysics Chemistry or Biology(e.g. understanding of molecular structures or material properties) is a significant plus.
Required Experience:
Senior IC
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
About Company
Patsnap empowers IP and R&D teams with advanced AI to get better answers and make faster decisions. Increase IP productivity by 75% while reducing R&D wastage by 25%.
